Fotis Kopsaftopoulos

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 11

Top Topics

Convolutional Neural Network

Stochastic Models

Gaussian Process

Aerial Vehicles

Top Venues

Publications

Elkin Cruz-Camacho, Ahmad Amer, Fotis Kopsaftopoulos, Carlos A. Varela
Formal Safety Envelopes for Provably Accurate State Classification by Data-Driven Flight Models. J. Aerosp. Inf. Syst. 20 (1) (2023)
Peiyuan Zhou, Saswata Paul, Airin Dutta, Carlos Varela, Fotis Kopsaftopoulos
On Formal Verification of Data-Driven Flight Awareness: Leveraging the Cramér-Rao Lower Bound of Stochastic Functional Time Series Models. DDDAS (2022)
Shabbir Ahmed, Fotis Kopsaftopoulos
Statistical Active-Sensing Structural Health Monitoring via Stochastic Time-Varying Time Series Models. ACC (2022)
Shabbir Ahmed, Fotis Kopsaftopoulos
Stochastic Identification of Guided Wave Propagation under Ambient Temperature via Non-Stationary Time Series Models. Sensors 21 (16) (2021)
Shabbir Ahmed, Ahmad Amer, Carlos A. Varela, Fotis Kopsaftopoulos
Data-Driven State Awareness for Fly-by-Feel Aerial Vehicles via Adaptive Time Series and Gaussian Process Regression Models. DDDAS (2020)
Saswata Paul, Fotis Kopsaftopoulos, Stacy Patterson, Carlos A. Varela
Dynamic Data-Driven Formal Progress Envelopes for Distributed Algorithms. DDDAS (2020)
Elkin Cruz-Camacho, Saswata Paul, Fotis Kopsaftopoulos, Carlos A. Varela
Towards Provably Correct Probabilistic Flight Systems. DDDAS (2020)
Xi Chen, Fotis Kopsaftopoulos, Qi Wu, He Ren, Fu-Kuo Chang
A Self-Adaptive 1D Convolutional Neural Network for Flight-State Identification. Sensors 19 (2) (2019)
Xi Chen, Fotis Kopsaftopoulos, Qi Wu, He Ren, Fu-Kuo Chang
Flight State Identification of a Self-Sensing Wing via an Improved Feature Selection Method and Machine Learning Approaches. Sensors 18 (5) (2018)
Dimitrios Sotiriou, Fotis Kopsaftopoulos, Spilios D. Fassois
An Adaptive Time-Series Probabilistic Framework for 4-D Trajectory Conformance Monitoring. IEEE Trans. Intell. Transp. Syst. 17 (6) (2016)
Fotis Kopsaftopoulos, Raphael Nardari, Yu-Hung Li, Fu-Kuo Chang
A Stochastic Global Identification Framework for Aerospace Vehicles Operating Under Varying Flight States. CoRR (2016)
Vangelis Petratos, Dimitrios Dimogianopoulos, Fotis Kopsaftopoulos, Spilios D. Fassois
A novel robust MPC based aircraft auto-throttle for performing 4D contract flights. ASCC (2013)